| Literature DB >> 21124844 |
Vanja Romih1, Snježana Zidovec Lepej, Kornelija Gedike, Davorka Lukas, Josip Begovac.
Abstract
BACKGROUND: Although considered an essential tool for monitoring the effect of combination antiretroviral treatment (CART), HIV-1 RNA (viral load, VL) testing is greatly influenced by cost and availability of resources.Entities:
Mesh:
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Year: 2010 PMID: 21124844 PMCID: PMC2991345 DOI: 10.1371/journal.pone.0015051
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Comparison of baseline demographics and clinical characteristics according to frequency of viral load testing.
| Frequency of viral load testing | ||||
| Characteristics | Total (n = 128) | Standard, n = 74 | Less frequent, n = 54 | P |
| Age, years | 40.0 (33.0, 48.2) | 39.7 (32.5, 48.7) | 40.9 (35.1, 47.6) | 0.710 |
| Male | 104 | 59 (80) | 45 (83) | 0.606 |
| MSM | 49 | 36 (49) | 13 (24) | 0.005 |
| Distance from HIV center (>160 km) | 70 | 30 (41) | 40 (74) | <0.001 |
| Migrant worker (seafarer) | 16 | 3 (4) | 13 (24) | <0.001 |
| High school or lower education | 83 | 44 (59) | 39 (72) | 0.135 |
| Urban residence | 83 | 47 (64) | 36 (67) | 0.712 |
| Baseline CD4 count, cells/µL | 276.0 (197.0, 432.5) | 271.5 (187.0, 417.0) | 296.5 (208.0, 457.0) | 0.711 |
| Baseline CD4 count <200 cells/µL | 33 | 22 (30) | 11 (20) | 0.232 |
| Clinical AIDS before CART | 44 | 26 (35) | 18 (33) | 0.832 |
| CART initiation year | ||||
| 1999–2001 | 48 | 24 (32) | 24 (44) | 0.166 |
| 2002–2004 | 80 | 50 (68) | 30 (56) | |
| CART failure | 31 | 24 (32) | 7 (11) | 0.011 |
| Baseline CART | ||||
| NNRT-based | 62 | 34 (46) | 28 (52) | 0.661 |
| PI-based | 63 | 37 (50) | 26 (48) | |
| Had CART change on follow-up | 65 | 40 (54) | 25 (46) | 0.386 |
| Viral load before CART, log10 copies/ml | 5.3 (4.8, 5.8) | 5.2 (4.7, 5.7) | 5.4 (4.9, 5.8) | 0.307 |
| CD4 cell count before CART, cells/µL | 108.5 (25.0, 217.5) | 89.5 (26.0, 193.0) | 127.0 (24.0, 233.0) | 0.216 |
| Has hepatitis C antibody | 16 | 5 (7) | 11 (20) | 0.021 |
| Years of follow-up | 5.0 (3.8–6.7) | 4.4 (2.6, 6.1) | 5.9 (4.3, 7.6) | <0.001 |
Standard, subjects having <50% of measurements <5 months apart. Less frequent, subjects having ≥50% of measurements >5 months apart.
Values are N (%) or median (interquartile range).
MSM, men who have sex with men; CART, combination antiretroviral therapy; NNRT, non nucleoside reverse transcriptase inhibitor; PI, protease inhibitor.
Rate of viral load tests per one year according to different baseline patients characteristics.
| Characteristics | N | No. of VL tests/person years | Rate of tests/one year | Rate ratio | P |
| Gender | |||||
| Male | 104 | 1282/526.7 | 2.4 (2.3, 2.6) | 0.93 (0.81, 1.05) | 0.249 |
| Female | 24 | 273/103.9 | 2.6 (2.3, 3.0) | ||
| Mode of infection | |||||
| Sex between men | 49 | 688/260.2 | 2.6 (2.5, 2.8) | 1.12 (1.02, 1.25) | 0.017 |
| Heterosexual | 56 | 598/262.7 | 2.3 (2.1, 2.5) | ||
| Intravenous drug use | 9 | 106/41.2 | 2.6 (2.1, 3.1) | ||
| Other/Unknown | 14 | 163/66.5 | 2.5 (2.1, 2.9) | ||
| Distance from HIV center | |||||
| <160 km | 58 | 710/259.9 | 2.7 (2.5, 2.9) | 1.2 (1.08, 1.32) | <0.001 |
| ≥160 km | 70 | 845/370.6 | 2.3 (2.1, 2.4) | ||
| Migrant worker (seafarer) | |||||
| Yes | 16 | 163/88.1 | 1.9 (1.6, 2.2) | 0.72 (0.61, 0.85) | <0.001 |
| No | 112 | 1392/542.5 | 2.6 (2.4, 2.7) | ||
| Level of education | |||||
| High school and lower | 83 | 991/409.0 | 2.4 (2.3, 2.6) | 0.95 (0.86, 1.06) | 0.351 |
| College/University | 45 | 564/221.6 | 2.5 (2.3, 2.8) | ||
| Place of living | |||||
| Rural | 45 | 508/203.3 | 2.5 (2.3, 2.7) | 1.02 (0.92, 1.14) | 0.720 |
| Urban | 83 | 1047/427.3 | 2.4 (2.3, 2.6) | ||
| CD4 cell count before CART | |||||
| <200/mm3 | 92 | 1129/451.1 | 2.5 (2.4, 2.7) | 1.05 (0.94, 1.16) | 0.350 |
| ≥200/mm3 | 36 | 426/179.5 | 2.4 (2.2, 2.6) | ||
| Years of follow-up | |||||
| <4 | 39 | 232/84.5 | 2.7 (2.4, 3.1) | 1.17 (1.01, 1.35) | 0.040 |
| 4 to 5 | 43 | 525/207.2 | 2.5 (2.3, 2.8) | 1.08 (0.96, 1.20) | 0.192 |
| ≥6 | 46 | 798/338.9 | 2.4 (2.2, 2.5) | 1 | |
| Calendar year of CART initiation | |||||
| 1999–2001 | 48 | 674/278.6 | 2.4 (2.2, 2.6) | 0.97 (0.87, 1.07) | 0.511 |
| 2002–2004 | 80 | 881/352.1 | 2.5 (2.3, 2.7) | ||
| Clinical AIDS before CART | |||||
| Yes | 44 | 514/208.8 | 2.5 (2.3, 2.7) | 1.00 (0.90–1.11) | 0.966 |
| No | 84 | 1041/421.8 | 2.5 (2.3, 2.6) | ||
| CART failure | |||||
| No | 97 | 1369/567.3 | 2.4 (2.3, 2.5) | 0.82 (0.70, 0.96) | 0.012 |
| Yes | 31 | 186/63.3 | 2.9 (2.5, 3.4) | ||
| Baseline CART | |||||
| NNRT-based | 62 | 797/319.1 | 2.5 (2.3, 2.7) | 1.04 (0.94, 1.15) | 0.490 |
| PI-based | 63 | 730/302.8 | 2.4 (2.2, 2.6) | ||
| NNRT plus PI | 2 | 24/7.4 | |||
| NRT only | 1 | 4/1.3 |
95% confidence intervals are in parenthesis.
Men who had sex with men versus other categories.
NNRT-based compared to PI-based.
VL, viral load; CART, combination antiretroviral therapy; NNRT, non-nucleoside reverse transcriptase inhibitor;
PI, protease inhibitor; NRT, nucleoside analogue reverse transcriptase inhibitor.
Relationship between baseline or time-varying characteristics and interval (days) between viral load measurements using crude mixed model analysis.
| Crude analysis | |||
| Characteristics | Mean interval,days | Estimate, days (95% CI) | P |
| Gender | |||
| Female | 152.1 | −4.9 (−13.2, 3.5) | 0.251 |
| Male | 157 | 0 | |
| Age, per 10 years | – | 0.1 (−5.9, 6.2) | 0.933 |
| Mode of infection | |||
| MSM | 146.2 | −14.7 (−27.3, −2.2) | 0.022 |
| Non-MSM | 160.9 | 0 | |
| Distance from HIV center | |||
| <160 km | 144.8 | −19.4 (−31.5, −7.3) | 0.002 |
| ≥160 km | 164.2 | 0 | |
| Migrant worker (seafarer) | |||
| No | 151 | −36.8 (−54.0, −19.6) | <0.001 |
| Yes | 187.8 | 0 | |
| Level of education | |||
| College/University | 149.5 | −9.0 (−22.0, 4.0) | 0.173 |
| High school and lower | 158.5 | 0 | |
| Place of living | |||
| Rural | 154.1 | −1.9 (−15.1, 11.3) | 0.776 |
| Urban | 156 | 0 | |
| Baseline CD4 cell count/µL, per 100 cells | – | 4.1 (0.6, 7.6) | 0.022 |
| Current CD4 cell count/µL, per 100 cells | – | 2.1 (0.4, 3.8) | 0.018 |
| Clinical AIDS before CART | |||
| No | 156.1 | 2.4 (−10.9, 15.6) | 0.72 |
| Yes | 153.7 | 0 | |
| Calendar year of CART initiation | |||
| 1999–2001 | 153.2 | −3.2 (−16.2, 9.8) | 0.625 |
| 2002–2004 | 156.4 | 0 | |
| Patients who failed CART | |||
| No | 155.3 | 0.1 (−15.0, 15.1) | 0.995 |
| Yes | 155.2 | 0 | |
| Had at least one CART change | |||
| No | 161.8 | 12.8 (0.4, 25.2) | 0.043 |
| Yes | 149 | 0 | |
| Type of initial CART | |||
| NNRT-based | 152.3 | −7.7 (−20.3, 5) | 0.235 |
| PI-based | 160 | 0 | |
| Type of CART during follow-up | |||
| Non-NNRT | 162.6 | 12.4 (2.4, 22.4) | 0.015 |
| NNRT-based | 150.1 | 0 | |
| Calendar year | |||
| <2003 | 144 | −22.4 (−40.2, −4.6) | 0.014 |
| 2003–2005 | 149.2 | −17.2 (−31.2, −3.2) | 0.016 |
| 2006–2007 | 153.1 | −13.3 (−23.1, −3.5) | 0.008 |
| 2008–2009 | 166.4 | 0 | |
| Positive for HCV antibody | |||
| Yes | 163.7 | −9.7 (−28.6, 9.2) | 0.313 |
| No | 154.1 | 0 | |
Adjusted for the linear and quadratic term of time and one independent variable.
Least square means estimates from the model. MSM, men who have sex with men;
CART, combination antiretroviral therapy; NNRT, non nucleoside reverse transcriptase inhibitor;
PI, protease inhibitor.
Relationship between baseline or time-varying characteristics and interval (days) between viral load measurements on multivariable mixed model analysisa.
| Covariate | Mean interval, days | Estimate, days (95% CI) | P |
| Intercept | 172.7 | <0.001 | |
| Mode of infection | |||
| MSM | 159.2 | −7.2 (−18.7, 4.3) | 0.219 |
| Non-MSM | 166.4 | 0 | |
| Distance from HIV center | |||
| <160 km | 154.8 | −16.0 (−28.2, -3.9) | 0.010 |
| ≥160 km | 170.8 | 0 | |
| Migrant worker (seafarer) | |||
| No | 147.5 | −30.7 (−47.4, −14.0) | <0.001 |
| Yes | 178.2 | 0 | |
| Level of education | |||
| College/University | 160.2 | −5.3 (−16.5, 6.0) | 0.356 |
| High school and lower | 165.4 | 0 | |
| Current CD4 cell count/µL, per 100 cells | 2.5 (0.8, 4.2) | 0.003 | |
| Had at least one CART change | |||
| No | 169.2 | 12.8 (1.5, 24.2) | 0.028 |
| Yes | 156.4 | 0 | |
| Type of CART during follow-up | |||
| NNRT-based | 157.7 | −10.1 (−19.3, −1.01) | 0.030 |
| Non-NNRT | 167.9 | 0 | |
| Calendar year | |||
| <2003 | 150.9 | −26.7 (−43.9, −9.3) | 0.003 |
| 2003–2005 | 160.1 | −17.5 (−31.3, −3.7) | 0.013 |
| 2006–2007 | 162.6 | −14.9 (−24.8, −5.1) | 0.003 |
| 2008–2009 | 177.6 | 0 |
The intercept represents the average interval for a non-MSM who is a seafarer, lives ≥160 kilometers from Zagreb, has high school or lower education, has had at least one CART change, is taking a non-NNRT regiment, has a CD4 cell count of 350 per µL, is treated in 2008/09 and has a follow-up time of 2 years.
Adjusted for the linear and quadratic term of time.
Least square means estimates from the model.
When 47 potential outlying observations were removed the result became insignificant (p = 0.376).
MSM, men who have sex with men; CART, combination antiretroviral therapy; NNRT, non nucleoside reverse transcriptase inhibitor.